{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "62b254a0-8816-4547-87a1-c9723fcfd094",
   "metadata": {},
   "source": [
    "## 玉玦图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4c4ec48d-7df7-44de-8af5-d513eaa2c68e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import matplotlib.patches as mpatches\n",
    "\n",
    "ages = ['>=50', '[40,50)', '[30,40)', '[20,30)']\n",
    "percentages = [12.5, 20.8, 29.2, 37.5]\n",
    "\n",
    "colors = ['#F7C1CF', '#FFD47F', '#7B92C7', '#ADD9EE']\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "ring_width = 0.3\n",
    "\n",
    "directions = [(-70, 90), (-110, 90), (-140, 90), (-180, 90)]\n",
    "\n",
    "for i, (age, percent, direction, color) in enumerate(zip(ages[::-1], percentages[::-1], directions[::-1], colors[::-1])):\n",
    "    # 计算内外半径\n",
    "    inner_radius = (len(ages) - i - 1) * ring_width\n",
    "    outer_radius = inner_radius + ring_width\n",
    "\n",
    "    # 获取当前圆环的方向\n",
    "    theta1, theta2 = direction\n",
    "\n",
    "    # 创建环形\n",
    "    arc = mpatches.Wedge(center=(0, 0), r=outer_radius, width=ring_width,\n",
    "                         theta1=theta1, theta2=theta2,\n",
    "                         facecolor=color, edgecolor='black')\n",
    "\n",
    "    # 添加环形到坐标轴\n",
    "    ax.add_patch(arc)\n",
    "\n",
    "    # 添加年龄标签\n",
    "    age_angle = -1\n",
    "    age_x = outer_radius * np.cos(np.radians(90 - age_angle))-0.05\n",
    "    age_y = (outer_radius + inner_radius) / 2 * np.sin(np.radians(90 - age_angle))\n",
    "    ax.text(age_x, age_y, age, ha='center', va='center', rotation=age_angle - 90)\n",
    "\n",
    "    # 添加占比标签\n",
    "    percent_angle = theta2\n",
    "    percent_x = outer_radius * np.cos(np.radians(90 - percent_angle))\n",
    "    percent_y = outer_radius * np.sin(np.radians(90 - percent_angle))\n",
    "    ax.text(percent_x, percent_y, f'{percent}%', ha='center', va='center', rotation=percent_angle - 90)\n",
    "\n",
    "#在内部画一个比内圈圆半径小的空白圆\n",
    "inner_circle_radius = (len(ages) - 1) * ring_width\n",
    "smaller_inner_circle = mpatches.Circle((0, 0), inner_circle_radius * 0.15,\n",
    "                                       facecolor='white', edgecolor='none')\n",
    "ax.add_patch(smaller_inner_circle)\n",
    "\n",
    "ax.set_xlim(-1 - outer_radius, 1 + outer_radius)\n",
    "ax.set_ylim(-1 - outer_radius, 1 + outer_radius)\n",
    "\n",
    "# 设置坐标轴属性\n",
    "ax.set_aspect('equal')\n",
    "ax.axis('off')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1124055-a6ca-46df-9628-1c082c8491e5",
   "metadata": {},
   "source": [
    "## 跑道图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "30463032-8e19-4ab0-b5a5-6dd4bd441ad7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import matplotlib.patches as mpatches\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "#年龄分布数据\n",
    "ages = ['人力部 130', '行政部 226', '财务部 238', '工程部 293', '采购部 326', '销售部 451']\n",
    "percentages = [12.5, 20.8, 29.2, 37.5, 100, 100]  # 假设新增的两个圆环占比为100%\n",
    "\n",
    "#自定义颜色\n",
    "colors = ['#F7C1CF', '#FFD47F', '#7B92C7', '#ADD9EE', '#E47373', '#73E4C7']\n",
    "\n",
    "#创建图形和坐标轴\n",
    "fig, ax = plt.subplots(figsize=(10, 10))\n",
    "\n",
    "#设置环形宽度\n",
    "ring_width = 0.1\n",
    "\n",
    "#定义每个圆环的方向\n",
    "directions = [(10, 90), (-10, 90), (-30, 90), (-50, 90), (-70, 90), (-90, 90)]\n",
    "\n",
    "#绘制每个年龄段的环形\n",
    "for i, (age, percent, direction, color) in enumerate(zip(ages[::-1], percentages[::-1], directions[::-1], colors[::-1])):\n",
    "    #计算内外半径\n",
    "    inner_radius = (len(ages) - i - 1) * ring_width\n",
    "    outer_radius = inner_radius + ring_width\n",
    "\n",
    "    #获取当前圆环的方向\n",
    "    theta1, theta2 = direction\n",
    "\n",
    "    #创建环形\n",
    "    arc = mpatches.Wedge(center=(0, 0), r=outer_radius, width=ring_width,\n",
    "                         theta1=theta1, theta2=theta2,\n",
    "                         facecolor=color, edgecolor='black')\n",
    "\n",
    "    # 添加环形到坐标轴\n",
    "    ax.add_patch(arc)\n",
    "\n",
    "    # 添加年龄标签\n",
    "    age_x = outer_radius * np.cos(np.radians(90))-0.15\n",
    "    age_y = (outer_radius + inner_radius) / 2\n",
    "    ax.text(age_x, age_y, age, ha='center', va='center', rotation=0)\n",
    "\n",
    "#在内部画一个比内圈圆半径小的空白圆\n",
    "inner_circle_radius = (len(ages) - 1) * ring_width\n",
    "smaller_inner_circle = mpatches.Circle((0, 0), inner_circle_radius * 0.07,\n",
    "                                       facecolor='white', edgecolor='none')\n",
    "ax.add_patch(smaller_inner_circle)\n",
    "\n",
    "# 设置坐标轴界限，使图形居中\n",
    "ax.set_xlim(-1 - outer_radius, 1 + outer_radius)\n",
    "ax.set_ylim(-1 - outer_radius, 1 + outer_radius)\n",
    "\n",
    "# 设置坐标轴属性\n",
    "ax.set_aspect('equal')\n",
    "ax.axis('off')\n",
    "\n",
    "#plt.savefig('D:/python charm/01/可视化/第二章/图片/跑道图.png')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b37772ba-fc84-4bf0-89d2-0c6d841d689f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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